Basic Statistics

Raw Counts

Name Value
Rows 118,959
Columns 17
Discrete columns 10
Continuous columns 7
All missing columns 0
Missing observations 298
Complete Rows 118,665
Total observations 2,022,303
Memory allocation 13.3 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 6 columns ignored with more than 50 categories.
## VIN..1.10.: 7982 categories
## County: 166 categories
## City: 642 categories
## Model: 117 categories
## Vehicle.Location: 766 categories
## Electric.Utility: 73 categories

QQ Plot

## Warning: Removed 1 rows containing non-finite values (`stat_qq()`).
## Warning: Removed 1 rows containing non-finite values (`stat_qq_line()`).

Correlation Analysis

## 7 features with more than 20 categories ignored!
## VIN..1.10.: 7976 categories
## County: 39 categories
## City: 446 categories
## Make: 34 categories
## Model: 117 categories
## Vehicle.Location: 519 categories
## Electric.Utility: 73 categories
## Warning in cor(x = structure(list(Postal.Code = c(98271L, 98337L, 98026L, : the standard deviation is zero
## Warning: Removed 25 rows containing missing values (`geom_text()`).

Principal Component Analysis

## 5 features with more than 50 categories ignored!
## VIN..1.10.: 7976 categories
## City: 446 categories
## Model: 117 categories
## Vehicle.Location: 519 categories
## Electric.Utility: 73 categories
## Warning in plot_prcomp(data = structure(list(VIN..1.10. = c("1N4AZ0CP8D", : The following features are dropped due to zero variance:
##  * State_WA